MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43901 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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| 43902 |
sanshu
Claim
An AI-assisted programming enhancement system that integrates decision-making, …
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| 43903 |
Newsletter Generator
Claim
Generates structured newsletters with 8 sections using AI and provides NLP anal…
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| 43904 |
Open Brain
Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
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| 43905 |
twine-mcp
Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
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| 43906 |
mcp-sqlite-manager
Claim
Enables SQLite database interactions including querying, updating, and schema m…
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| 43907 |
Memory Pickle MCP
Claim
Project management and session memory for AI agents that provides 13 tools for …
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| 43908 |
toconline-mcp
Claim
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
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| 43909 |
RedTeam MCP
Claim
Autonomous penetration testing powered by a local LLM, automating tool chaining…
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| 43910 |
devin-mcp
Claim
MCP server for creating, monitoring, and managing Devin AI sessions.
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| 43911 |
vivado-mcp
Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
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| 43912 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 43913 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 43914 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 43915 |
Office MCP Server
Claim
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
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| 43916 |
MCP Datadog Server
Claim
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
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| 43917 |
Sleeper MCP Server
Claim
Enables natural language interaction with Sleeper Fantasy Football API data, al…
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| 43918 |
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
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| 43919 |
oro-intel-mcp
Claim
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
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| 43920 |
kumbaya-mcp
Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
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| 43921 |
k8s-mcp
Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
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| 43922 |
brs-docs-mcp
Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
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| 43923 |
falcon-mcp-server
Claim
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
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| 43924 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
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| 43925 |
ProDoctor MCP Server
Claim
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
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| 43926 |
1c-buddy-mcp
Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
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| 43927 |
Infura MCP Server
Claim
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
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| 43928 |
sumo-mcp
Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 43929 |
IzmirDamMcp
Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
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| 43930 |
trollspace-mcp
Claim
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
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| 43931 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 43932 |
AigoHotel MCP Server
Claim
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 43933 |
LinkedIn MCP Server
Claim
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
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| 43934 |
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
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| 43935 |
Google Cloud MCP Server
Claim
Provides tools and context for interacting with Google Cloud services, enabling…
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| 43936 |
Homelab MCP Server
Claim
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
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| 43937 |
mcp101
Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
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| 43938 |
Namu Watcher
Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
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| 43939 |
Euclid-MCP
Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
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| 43940 |
skills-compat-manager
Claim
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
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| 43941 |
ask-another
Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
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| 43942 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 43943 |
Enables web scraping with JavaScript disabled and network request monitoring, u…
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| 43944 |
mcp-erp
Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
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| 43945 |
thmh
Claim
MCP server providing component catalog tools (search_components, get_component_…
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| 43946 |
mcp-search-kivest
Claim
Provides AI-powered search, web search, image search, video search, news search…
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| 43947 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 43948 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 43949 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 43950 |
A human-in-the-loop browser MCP server that pauses for user actions like login …
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